Method and network device for link adaptation

Abstract

A method in a network device for link adaptation includes estimating a probability distribution of downlink Signal to Interference plus Noise Ratio, SINR, for a terminal device based at least on one or more Acknowledgement, ACK, or Negative Acknowledgement, NACK, messages from the terminal device. A Modulation and Coding Scheme, MCS, for downlink transmission to the terminal device is determined based on the estimated probability distribution of downlink SINR.

The invention claimed is: 
     
       1. A method in a network device for link adaptation, comprising:
 estimating a probability distribution of downlink Signal to Interference plus Noise Ratio (SINR) for a terminal device based on one or more Negative Acknowledgement (NACK) messages from the terminal device, the estimating comprising:
 updating a probability value for each of a plurality of SINR candidates iteratively based on the one or more NACK messages; and 
 updating the probability value for each of the plurality of SINR candidates based on a forgetting factor when the terminal device has not been scheduled for downlink transmission for a predetermined time period, the updating when the terminal device has not been scheduled for downlink transmission being based on P′ i =(1−α)*P i +α/N, α denoting the forgetting factor, P i  denoting a previous estimated probability value an i-th SINR candidate, N denoting a total number of the SINR candidates, and P′ i  denoting the updated probability value for the i-th SINR candidate, i and N being positive integers; and 
 
 determining a Modulation and Coding Scheme (MCS) for downlink transmission to the terminal device based on the estimated probability distribution of downlink SINR. 
 
     
     
       2. The method of  claim 1 , wherein the plurality of SINR candidates are set based on MCSs supported by the terminal device. 
     
     
       3. The method of  claim 1 , wherein the probability values for respective ones of the plurality of SINR candidates are initially set to be equal. 
     
     
       4. The method of  claim 1 , wherein the probability value for each of the plurality of SINR candidates is initially set based on an SINR associated with a downlink message for which an ACK message is received from the terminal device during a random access procedure, such that among the plurality of SINR candidates, those SINR candidates higher than or equal to the SINR have equal probability values and each SINR candidate lower than the SINR has a probability value of zero. 
     
     
       5. The method of  claim 1 , wherein said updating comprises:
 adjusting, in response to an ACK message from the terminal device that is associated with downlink data transmitted with a first MCS corresponding to a first SINR, the probability value for each of the plurality of SINR candidates, such that a sum of the respective probability values for those SINR candidates higher than or equal to the first SINR increases; or 
 adjusting, in response to a NACK message from the terminal device that is associated with downlink data transmitted with a second MCS corresponding to a second SINR, the probability value for each of the plurality of SINR candidates, such that a sum of the respective probability values for those SINR candidates lower than the second SINR increases. 
 
     
     
       6. The method of  claim 1 , wherein said estimating further comprises:
 updating the probability value for each of the plurality of SINR candidates based on a Channel Quality Indicator (CQI) from the terminal device. 
 
     
     
       7. The method of  claim 6 , wherein said updating the probability value for each of the plurality of SINR candidates based on the CQI comprises:
 updating the probability value for each of the plurality of SINR candidates based on a difference between an SINR reported in the CQI and an SINR reported in a previous CQI from the terminal device. 
 
     
     
       8. The method of  claim 1 , wherein said determining comprises:
 determining as the MCS an MCS corresponding to one of the plurality of SINR candidates that has the highest probability value. 
 
     
     
       9. The method of  claim 8 , wherein said determining comprises, when more than one of the plurality of SINR candidates has the highest probability value:
 determining as the MCS an MCS corresponding to the lowest one of the more than one SINR candidate. 
 
     
     
       10. The method of  claim 1 , wherein said determining comprises:
 calculating a target Block Error Rate (BLER) for the downlink transmission; 
 selecting one of the plurality of SINR candidates that is the highest SINR candidate to allow a sum of the probability values for all SINR candidates lower than or equal to the one SINR candidate to be smaller than the target BLER; and 
 determining as the MCS an MCS corresponding to the one SINR candidate. 
 
     
     
       11. The method of  claim 1 , further comprising:
 selecting, after having determined one MCS as the MCS for downlink transmission to the terminal device for a predetermined number of consecutive times or after having received from the terminal device a predetermined number of consecutive ACK messages associated with downlink data transmitted with one MCS, an MCS higher than the one MCS for downlink transmission to the terminal device. 
 
     
     
       12. A network device, comprising a transceiver, a processor and a memory, the memory comprising instructions executable by the processor whereby the network device is operative to:
 estimate a probability distribution of downlink Signal to Interference plus Noise Ratio (SINR) for a terminal device based on one or more Negative Acknowledgement (NACK) messages from the terminal device, the estimating comprising:
 updating a probability value for each of a plurality of SINR candidates iteratively based on the one or more NACK messages; and 
 updating the probability value for each of the plurality of SINR candidates based on a forgetting factor when the terminal device has not been scheduled for downlink transmission for a predetermined time period, the updating when the terminal device has not been scheduled for downlink transmission being based on P′ i =(1−α)*P i +α/N, α denoting the forgetting factor, P i  denoting a previous estimated probability value an i-th SINR candidate, N denoting a total number of the SINR candidates, and P′ i  denoting the updated probability value for the i-th SINR candidate, i and N being positive integers; and 
 
 determine a Modulation and Coding Scheme (MCS) for downlink transmission to the terminal device based on the estimated probability distribution of downlink SINR. 
 
     
     
       13. A non-transitory, computer readable storage medium having computer program instructions stored thereon, the computer program instructions being configured to, when executed by a processor in a network device, cause the network device to:
 estimate a probability distribution of downlink Signal to Interference plus Noise Ratio (SINR) for a terminal device based on one or more Negative Acknowledgement (NACK) messages from the terminal device, the estimating comprising:
 updating a probability value for each of a plurality of SINR candidates iteratively based on the one or more NACK messages; and 
 updating the probability value for each of the plurality of SINR candidates based on a forgetting factor when the terminal device has not been scheduled for downlink transmission for a predetermined time period, the updating when the terminal device has not been scheduled for downlink transmission being based on P′ i =(1−α)*P i +α/N, α denoting the forgetting factor, P i  denoting a previous estimated probability value an i-th SINR candidate, N denoting a total number of the SINR candidates, and P′ i  denoting the updated probability value for the i-th SINR candidate, i and N being positive integers; and 
 
 determine a Modulation and Coding Scheme (MCS) for downlink transmission to the terminal device based on the estimated probability distribution of downlink SINR.